The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016

Bernt Schiele

Papers citing "The Cityscapes Dataset for Semantic Urban Scene Understanding"

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Title
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 26 55 0 27 Apr 2018
Boosting LiDAR-based Semantic Labeling by Cross-Modal Training Data Generation Florian Piewak Peter Pinggera Manuel Schäfer David Peter Beate Schwarz N. Schneider D. Pfeiffer Markus Enzweiler Johann Marius Zöllner 3DPC 36 62 0 26 Apr 2018
Driving Policy Transfer via Modularity and Abstraction Matthias Muller Alexey Dosovitskiy Guohao Li V. Koltun 37 224 0 25 Apr 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 13 759 0 25 Apr 2018
Deep cross-domain building extraction for selective depth estimation from oblique aerial imagery Boitumelo Ruf Laurenz Thiel M. Weinmann 25 3 0 23 Apr 2018
MVTec D2S: Densely Segmented Supermarket Dataset P. Follmann T. Böttger Philipp Härtinger Rebecca König Markus Ulrich 3DV 11 80 0 23 Apr 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 165 350 0 23 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 24 263 0 16 Apr 2018
Semantic Single-Image Dehazing Ziang Cheng Shaodi You V. Ila Hongdong Li 33 17 0 16 Apr 2018
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual Semantics Sourav Garg Niko Sünderhauf Michael Milford 32 122 0 16 Apr 2018
Dual CNN Models for Unsupervised Monocular Depth Estimation Vamshi Krishna Repala S. Dubey MDE 35 37 0 16 Apr 2018
Towards Safe Autonomous Driving: Capture Uncertainty in the Deep Neural Network For Lidar 3D Vehicle Detection Di Feng Lars Rosenbaum Klaus C. J. Dietmayer 3DPC UQCV 36 243 0 13 Apr 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming Liu Serge J. Belongie Jan Kautz 72 2,476 0 12 Apr 2018
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing Jian-jun Zhao Jianshu Li Yu Cheng Li Zhou Terence Sim Shuicheng Yan Jiashi Feng 16 173 0 10 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 35 553 0 09 Apr 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 30 100 0 09 Apr 2018
POL-LWIR Vehicle Detection: Convolutional Neural Networks Meet Polarised Infrared Sensors Marcel Sheeny Andrew M. Wallace Mehryar Emambakhsh Sen Wang B. Connor 25 17 0 07 Apr 2018
Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks Chenyang Lu M. V. D. van de Molengraft Gijs Dubbelman 10 161 0 06 Apr 2018
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond Xi Ouyang Yu Cheng Yi Ding Chun-Liang Li Pan Zhou GAN 26 73 0 05 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 32 126 0 03 Apr 2018
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection Jiale Cao Yanwei Pang Xuelong Li 15 10 0 03 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 21 161 0 02 Apr 2018
Predicting Future Instance Segmentation by Forecasting Convolutional Features Pauline Luc Camille Couprie Yann LeCun Jakob Verbeek 35 91 0 30 Mar 2018
Learning to Look around Objects for Top-View Representations of Outdoor Scenes S. Schulter Menghua Zhai Nathan Jacobs Manmohan Chandraker SSL 3DPC 36 86 0 28 Mar 2018
End-to-End Multi-Task Learning with Attention Shikun Liu Edward Johns Andrew J. Davison CVBM 22 1,031 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 16 191 0 27 Mar 2018
End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners Simon Hecker Dengxin Dai Luc Van Gool 27 164 0 27 Mar 2018
WebSeg: Learning Semantic Segmentation from Web Searches Qibin Hou Ming-Ming Cheng Jiangjiang Liu Philip Torr 29 10 0 27 Mar 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 13 402 0 26 Mar 2018
A Systematic Comparison of Deep Learning Architectures in an Autonomous Vehicle Michael Teti William Edward Hahn Shawn Martin W. Hahn Elan Barenholtz 36 5 0 26 Mar 2018
Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld Sicheng Zhao Bichen Wu Joseph E. Gonzalez S. Seshia Kurt Keutzer OOD 21 4 0 24 Mar 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 69 1,412 0 24 Mar 2018
Monocular Depth Estimation by Learning from Heterogeneous Datasets A. Gurram O. Urfalioglu Ibrahim Halfaoui Fahd Bouzaraa Antonio M. López MDE 26 14 0 21 Mar 2018
Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation Samvit Jain Joseph E. Gonzalez 26 21 0 21 Mar 2018
Modeling Camera Effects to Improve Visual Learning from Synthetic Data Alexandra Carlson Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson 20 36 0 21 Mar 2018
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks S. Azimi P. Fischer Marco Körner P. Reinartz 19 101 0 19 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 43 778 0 19 Mar 2018
MergeNet: A Deep Net Architecture for Small Obstacle Discovery Krishnam Gupta Syed Ashar Javed Vineet Gandhi Madhava Krishna 25 25 0 17 Mar 2018
Learning to Cluster for Proposal-Free Instance Segmentation Yen-Chang Hsu Zheng Xu Z. Kira Jiawei Huang SSeg 24 54 0 17 Mar 2018
Learning to Segment via Cut-and-Paste Tal Remez Jonathan Huang Matthew A. Brown 42 99 0 16 Mar 2018
The ApolloScape Open Dataset for Autonomous Driving and its Application Xinyu Huang Peng Wang Xinjing Cheng Dingfu Zhou Qichuan Geng Ruigang Yang 3DPC 33 559 0 16 Mar 2018
Complex Urban LiDAR Data Set Jinyong Jeong Younggun Cho Young-sik Shin Hyun Chul Roh Ayoung Kim 3DV 14 44 0 16 Mar 2018
Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation Panagiotis Meletis Gijs Dubbelman SSeg 23 63 0 15 Mar 2018
LEGO: Learning Edge with Geometry all at Once by Watching Videos Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC SSL 16 189 0 15 Mar 2018
Image Colorization with Generative Adversarial Networks Kamyar Nazeri Eric Ng Mehran Ebrahimi GAN 11 143 0 14 Mar 2018
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction Huangying Zhan Ravi Garg C. Weerasekera Kejie Li Harsh Agarwal Ian Reid MDE 22 631 0 11 Mar 2018
ShuffleSeg: Real-time Semantic Segmentation Network M. Gamal Mennatullah Siam Moemen Abdel-Razek SSeg 33 59 0 10 Mar 2018
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation Liangfu Chen Ze Yang J. Ma Zheng Luo 37 47 0 10 Mar 2018
Cross-View Image Synthesis using Conditional GANs Krishna Regmi Ali Borji GAN 43 185 0 09 Mar 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen Wen Li Daniel Gehrig Dengxin Dai Luc Van Gool OOD ObjD 33 1,280 0 08 Mar 2018